Point Cloud Library (PCL)
- pcl
- c-plus-plus
- cpp
- pointcloud
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Point Cloud Library (PCL)
OpenMMLab's next-generation platform for general 3D object detection.
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
A collection of GICP-based fast point cloud registration algorithms
World's first general purpose 3D object detection codebse.
A curated list of awesome links and software libraries that are useful for robots.
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
Super Fast and Accurate 3D Object Detection based on 3D LiDAR Point Clouds (The PyTorch implementation)
Robotics with GPU computing
A Modular Optimization framework for Localization and mApping (MOLA)
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
Light-weight camera LiDAR calibration package for ROS using OpenCV and PCL (PnP + LM optimization)
Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation
A list of resources about deep learning solutions on 3D shape processing
DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DOF Relocalization
A graphical user interface to annotate point clouds and 3D data.
Pixano Elements - Re-usable web components dedicated to data annotation tasks.